Student Performance Prediction

Uses the UCI Student Performance dataset to predict students' final grades, then compares three regression models using MAE, RMSE, and R².

Machine Learning · Python

E-Commerce Review Sentiment Analysis

Classifies e-commerce product reviews as positive, neutral, or negative, comparing a TF-IDF and Logistic Regression baseline with a Bidirectional LSTM model.

Python · TF-IDF · Logistic Regression · TensorFlow/Keras · Bidirectional LSTM

Fundamental Pemrograman

An Indonesian-language learning repository that documents programming fundamentals, reading official documentation, understanding errors, debugging, and reading code.

SpecialSkill Article Scraper

Collects articles from multiple SpecialSkill.id categories, then cleans and validates the records into a structured CSV dataset.

Python · Requests · Pandas · BeautifulSoup

JSQT Archive

A searchable archive of JSQT journal articles with subject and volume filters, article and PDF links, and formatted citation copying.

AI Studio Code

MPL ID S18 Playoff Predictor

Tracks league standings and simulates match outcomes to estimate each team's chances of qualifying for the playoffs.

AI Studio Code

Tes Minat Bakat Universitas Annuqayah

An academic-interest test that summarizes responses across six fields and recommends study programs at Universitas Annuqayah, with a printable results report.

HTML · CSS · JavaScript · gstatic/script

Personal Blog & Article Platform

A personal publishing platform for sharing articles, reflections, and learning experiences about technology, journal reviews, and other topics, with a clean, modern editorial design.

Next.js · React · Tailwind CSS · JavaScript · Markdown/MDX

Library Management System (Lubselia)

A web-based library management application for organizing book collections, member records, borrowing, and returns through a structured dashboard.

Next.js · React · JavaScript · Tailwind CSS · Node.js